Smart Computing Paradigms: Advanced Data Mining and Analytics: Proceedings of Seventh International Conference on Smart Computing and Informatics (Sci
暫譯: 智慧計算範式：進階資料探勘與分析：第七屆智慧計算與資訊學國際會議論文集

本書呈現了在2025年第七屆智慧計算與資訊學國際會議（SCI 2025）上發表的最佳選擇論文，該會議於2025年4月8日至9日在馬來西亞雪蘭莪州的雙威大學工程與科技學院（SET）舉行。本書介紹了針對智慧計算和資訊學設計的先進及多學科研究。主題涵蓋更廣泛的範疇，專注於系統知識、智慧和可持續性等各種創新範式，這些範式可應用於提供針對社會、環境和產業中各種問題的現實解決方案。範圍也擴展到新興計算和知識轉移方法的部署，優化科學、技術和醫療保健等各個學科的解決方案。本書共分為四卷出版。

Vikrant Bhateja is associate professor in Department of Electronics Engineering, Faculty of Engineering and Technology (UNSIET), Veer Bahadur Singh Purvanchal University, Jaunpur, Uttar Pradesh, India. He is also serving as Head: Computer Sc. Engg. & Information Technology in the same university. He holds a doctorate in ECE (Bio-Medical Imaging) with a total academic teaching experience of 21 years with around 190 publications in reputed international conferences, journals and online book chapter contributions; out of which 40 papers are published in SCIE indexed high impact factored journals. One of his papers published in Review of Scientific Instruments (RSI) Journal (under American International Publishers) has been selected as "Editor Choice Paper of the Issue'' in 2016. He has been Editor-in-Chief of IGI Global--International Journal of Natural Computing and Research (IJNCR) journal from 2017-22. He is guest editor in journals like: Elsevier: Measurement, Springer: Evolutionary Intelligence. He is Senior Member of IEEE and Life Member of CSI.

Angela Lee Siew Hoong is Deputy Dean (Employability & Alumni) at the School of Engineering and Technology, Sunway University, Malaysia. Prof Angela Lee has been developing data science curriculum more than 10 years, and she is the key person to introduce Data Science degree at Sunway University. She was recently awarded the National Outstanding Educator Award and SAS Global Forum Distinguished Educator Award for Asia Pacific Category. She regularly speaks at data science conferences. Angela has developed many innovative ways to use analytics and data science tools from the most elementary level to advanced analytics. She teaches Social Media Analytics, Visual Analytics, Advanced Analytics and Business Intelligence and has authored many published international journals in the area of churn analytics, sentiment analysis and predictive analytics.

Jude Dzevela Kong, Canada Research Chair in Community-Oriented AI and Mathematical Modeling at the University of Toronto and a member of the RSC College, pioneers equitable, mathematical and AI-driven solutions for global health crises. He founded and directs AI4PEP, ACADIC, AIMMLab, and REASURE2, advancing community-led innovation across the Global South and Canada. With 151+ publications and multiple awards, including the 2025 DLSPH's Excellence in Research, he shapes health policy, empowers underrepresented STEM scholars, and drives inclusive, Southern-led scientific collaboration.

Dr. Junali Jasmine Jena has above 7 years of experience in teaching under-graduate and post-graduate students in the field of Computer Science and Information technology. She did her B.Tech. and Master Degree in Computer Science and Engineering. She completed her Ph.D. in the area of Evolutionary Algorithms with 7 SCI publications from KIIT (Deemed to be university), India. Her research area includes machine learning, soft computing methods for pattern recognition, evolutionary algorithms for optimization problems and Data Analysis in the field of Software Engineering. Currently she is working as an Assistant Professor in School of Computer Engineering, KIIT (Deemed to be University), Bhubaneswar, India. She has more than 30 SCOPUS and SCI indexed research articles and two published ISBN books. She is currently guiding 3 Ph.D. students and has guided more than 6 MTech scholars. She is an active reviewer for many journals and international conferences. She has ample experience to organize special sessions and also chaired special sessions in various conferences by Springer. She has delivered invited talks in a few of the conferences and workshops in Evolutionary optimization techniques.

Vikrant Bhateja 是印度烏塔爾邦贾恩普爾的維爾·巴哈杜爾·辛格·普爾萬查爾大學（Veer Bahadur Singh Purvanchal University）工程與技術學院電子工程系的副教授。他同時擔任該大學計算機科學工程與資訊技術系的系主任。他擁有電子與通信工程（Bio-Medical Imaging）的博士學位，擁有21年的教學經驗，並在國際會議、期刊及線上書籍章節中發表了約190篇論文，其中40篇發表在SCIE索引的高影響因子期刊上。他在2016年發表於《Review of Scientific Instruments (RSI) Journal》（由美國國際出版商出版）的一篇論文被選為該期的「編輯選擇論文」。他曾擔任IGI Global的《International Journal of Natural Computing and Research (IJNCR)》期刊的主編，任期為2017年至2022年。他還擔任Elsevier的《Measurement》和Springer的《Evolutionary Intelligence》等期刊的客座編輯。他是IEEE的資深會員及CSI的終身會員。

Angela Lee Siew Hoong 是馬來西亞雙威大學（Sunway University）工程與技術學院的副院長（就業與校友）。Angela教授在數據科學課程的開發上已有超過10年的經驗，她是雙威大學數據科學學位的主要推動者。她最近獲得了國家傑出教育工作者獎和SAS全球論壇亞太類別的傑出教育工作者獎。她經常在數據科學會議上發表演講。Angela開發了許多創新的方法，從最基本的層面到高級分析，使用分析和數據科學工具。她教授社交媒體分析、視覺分析、高級分析和商業智慧，並在流失分析、情感分析和預測分析等領域發表了多篇國際期刊論文。

Jude Dzevela Kong 是多倫多大學社區導向人工智慧與數學建模的加拿大研究主席及RSC College的成員，他開創了公平的數學和人工智慧驅動的全球健康危機解決方案。他創立並指導AI4PEP、ACADIC、AIMMLab和REASURE2，推進全球南方和加拿大的社區主導創新。他擁有151篇以上的出版物和多項獎項，包括2025年DLSPH的研究卓越獎，並在塑造健康政策、賦權於代表性不足的STEM學者及推動包容性、南方主導的科學合作方面發揮了重要作用。

Junali Jasmine Jena 博士在計算機科學和資訊技術領域擁有超過7年的本科和研究生教學經驗。她獲得了計算機科學與工程的學士和碩士學位，並在進化演算法領域完成了博士學位，擁有來自印度KIIT（被認定為大學）的7篇SCI出版物。她的研究領域包括機器學習、模式識別的軟計算方法、優化問題的進化演算法以及軟體工程領域的數據分析。目前，她在KIIT（被認定為大學）計算機工程學院擔任助理教授。她擁有超過30篇SCOPUS和SCI索引的研究文章及兩本已出版的ISBN書籍。她目前指導3名博士生，並已指導超過6名碩士生。她是多個期刊和國際會議的活躍審稿人，並在各種會議中組織特別會議並擔任主席。她在一些會議和研討會上就進化優化技術發表了邀請演講。